10 Year Diabetes Dataframe - Pandas Profiling Report

Dataset statistics

Number of variables	51
Number of observations	101766
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.2 MiB
Average record size in memory	260.0 B

Variable types

Numeric	22
Categorical	29

Alerts

`examide` has constant value ""	Constant
`citoglipton` has constant value ""	Constant
`id` is highly overall correlated with `encounter_id` and 2 other fields	High correlation
`encounter_id` is highly overall correlated with `id` and 2 other fields	High correlation
`patient_nbr` is highly overall correlated with `id` and 1 other fields	High correlation
`payer_code` is highly overall correlated with `id` and 1 other fields	High correlation
`insulin` is highly overall correlated with `change` and 1 other fields	High correlation
`change` is highly overall correlated with `insulin` and 1 other fields	High correlation
`diabetesMed` is highly overall correlated with `insulin` and 1 other fields	High correlation
`metformin` is highly imbalanced (59.5%)	Imbalance
`repaglinide` is highly imbalanced (93.9%)	Imbalance
`nateglinide` is highly imbalanced (96.9%)	Imbalance
`chlorpropamide` is highly imbalanced (99.5%)	Imbalance
`glimepiride` is highly imbalanced (84.0%)	Imbalance
`acetohexamide` is highly imbalanced (> 99.9%)	Imbalance
`glipizide` is highly imbalanced (69.2%)	Imbalance
`glyburide` is highly imbalanced (72.3%)	Imbalance
`tolbutamide` is highly imbalanced (99.7%)	Imbalance
`pioglitazone` is highly imbalanced (80.2%)	Imbalance
`rosiglitazone` is highly imbalanced (82.2%)	Imbalance
`acarbose` is highly imbalanced (98.5%)	Imbalance
`miglitol` is highly imbalanced (99.7%)	Imbalance
`troglitazone` is highly imbalanced (> 99.9%)	Imbalance
`tolazamide` is highly imbalanced (99.7%)	Imbalance
`glyburide.metformin` is highly imbalanced (97.0%)	Imbalance
`glipizide.metformin` is highly imbalanced (99.8%)	Imbalance
`glimepiride.pioglitazone` is highly imbalanced (> 99.9%)	Imbalance
`metformin.rosiglitazone` is highly imbalanced (> 99.9%)	Imbalance
`metformin.pioglitazone` is highly imbalanced (> 99.9%)	Imbalance
`number_emergency` is highly skewed (γ1 = 22.85558215)	Skewed
`id` is uniformly distributed	Uniform
`id` has unique values	Unique
`encounter_id` has unique values	Unique
`race` has 2273 (2.2%) zeros	Zeros
`payer_code` has 40256 (39.6%) zeros	Zeros
`medical_specialty` has 49949 (49.1%) zeros	Zeros
`num_procedures` has 46652 (45.8%) zeros	Zeros
`number_outpatient` has 85027 (83.6%) zeros	Zeros
`number_emergency` has 90383 (88.8%) zeros	Zeros
`number_inpatient` has 67630 (66.5%) zeros	Zeros

Reproduction

Analysis started	2023-11-06 15:04:36.793603
Analysis finished	2023-11-06 15:05:38.075201
Duration	1 minute and 1.28 second
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

id
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	101766
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50883.5

Minimum	1
Maximum	101766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5089.25
Q1	25442.25
median	50883.5
Q3	76324.75
95-th percentile	96677.75
Maximum	101766
Range	101765
Interquartile range (IQR)	50882.5

Descriptive statistics

Standard deviation	29377.458
Coefficient of variation (CV)	0.57734743
Kurtosis	-1.2
Mean	50883.5
Median Absolute Deviation (MAD)	25441.5
Skewness	0
Sum	5.1782103 × 10⁹
Variance	8.6303504 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
67853	1	< 0.1%
67851	1	< 0.1%
67850	1	< 0.1%
67849	1	< 0.1%
67848	1	< 0.1%
67847	1	< 0.1%
67846	1	< 0.1%
67845	1	< 0.1%
67844	1	< 0.1%
Other values (101756)	101756	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
101766	1	< 0.1%
101765	1	< 0.1%
101764	1	< 0.1%
101763	1	< 0.1%
101762	1	< 0.1%
101761	1	< 0.1%
101760	1	< 0.1%
101759	1	< 0.1%
101758	1	< 0.1%
101757	1	< 0.1%

encounter_id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	101766
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6520165 × 10⁸

Minimum	12522
Maximum	4.4386722 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	12522
5-th percentile	27170784
Q1	84961194
median	1.5238899 × 10⁸
Q3	2.3027089 × 10⁸
95-th percentile	3.7896284 × 10⁸
Maximum	4.4386722 × 10⁸
Range	4.438547 × 10⁸
Interquartile range (IQR)	1.4530969 × 10⁸

Descriptive statistics

Standard deviation	1.026403 × 10⁸
Coefficient of variation (CV)	0.62130311
Kurtosis	-0.10207139
Mean	1.6520165 × 10⁸
Median Absolute Deviation (MAD)	70921143
Skewness	0.69914155
Sum	1.6811911 × 10¹³
Variance	1.053503 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2278392	1	< 0.1%
190792044	1	< 0.1%
190790070	1	< 0.1%
190789722	1	< 0.1%
190786806	1	< 0.1%
190785018	1	< 0.1%
190781412	1	< 0.1%
190775886	1	< 0.1%
190764504	1	< 0.1%
190760322	1	< 0.1%
Other values (101756)	101756	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12522	1	< 0.1%
15738	1	< 0.1%
16680	1	< 0.1%
28236	1	< 0.1%
35754	1	< 0.1%
36900	1	< 0.1%
40926	1	< 0.1%
42570	1	< 0.1%
55842	1	< 0.1%
62256	1	< 0.1%

Value	Count	Frequency (%)
443867222	1	< 0.1%
443857166	1	< 0.1%
443854148	1	< 0.1%
443847782	1	< 0.1%
443847548	1	< 0.1%
443847176	1	< 0.1%
443842778	1	< 0.1%
443842340	1	< 0.1%
443842136	1	< 0.1%
443842070	1	< 0.1%

patient_nbr
Real number (ℝ)

HIGH CORRELATION

Distinct	71518
Distinct (%)	70.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54330401

Minimum	135
Maximum	1.8950262 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	135
5-th percentile	1456971.8
Q1	23413221
median	45505143
Q3	87545950
95-th percentile	1.1148027 × 10⁸
Maximum	1.8950262 × 10⁸
Range	1.8950248 × 10⁸
Interquartile range (IQR)	64132729

Descriptive statistics

Standard deviation	38696359
Coefficient of variation (CV)	0.71224138
Kurtosis	-0.34737204
Mean	54330401
Median Absolute Deviation (MAD)	32950134
Skewness	0.47128072
Sum	5.5289876 × 10¹²
Variance	1.4974082 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88785891	40	< 0.1%
43140906	28	< 0.1%
1660293	23	< 0.1%
88227540	23	< 0.1%
23199021	23	< 0.1%
23643405	22	< 0.1%
84428613	22	< 0.1%
92709351	21	< 0.1%
88789707	20	< 0.1%
29903877	20	< 0.1%
Other values (71508)	101524	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
135	2	< 0.1%
378	1	< 0.1%
729	1	< 0.1%
774	1	< 0.1%
927	1	< 0.1%
1152	5	< 0.1%
1305	1	< 0.1%
1314	3	< 0.1%
1629	1	< 0.1%
2025	1	< 0.1%

Value	Count	Frequency (%)
189502619	1	< 0.1%
189481478	1	< 0.1%
189445127	1	< 0.1%
189365864	1	< 0.1%
189351095	1	< 0.1%
189349430	1	< 0.1%
189332087	1	< 0.1%
189298877	1	< 0.1%
189257846	2	< 0.1%
189215762	1	< 0.1%

race
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5987756

Minimum	0
Maximum	5
Zeros	2273
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	3
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.93841519
Coefficient of variation (CV)	0.36109897
Kurtosis	0.66415809
Mean	2.5987756
Median Absolute Deviation (MAD)	0
Skewness	-1.0364934
Sum	264467
Variance	0.88062308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	76099	74.8%
1	19210	18.9%
0	2273	2.2%
4	2037	2.0%
5	1506	1.5%
2	641	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2273	2.2%
1	19210	18.9%
2	641	0.6%
3	76099	74.8%
4	2037	2.0%
5	1506	1.5%

Value	Count	Frequency (%)
5	1506	1.5%
4	2037	2.0%
3	76099	74.8%
2	641	0.6%
1	19210	18.9%
0	2273	2.2%

gender
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	54708
1	47055
2	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	54708	53.8%
1	47055	46.2%
2	3	< 0.1%

age
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0967022

Minimum	0
Maximum	9
Zeros	161
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	6
Q3	7
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5940838
Coefficient of variation (CV)	0.26146656
Kurtosis	0.28138632
Mean	6.0967022
Median Absolute Deviation (MAD)	1
Skewness	-0.63053881
Sum	620437
Variance	2.5411031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	26068	25.6%
6	22483	22.1%
5	17256	17.0%
8	17197	16.9%
4	9685	9.5%
3	3775	3.7%
9	2793	2.7%
2	1657	1.6%
1	691	0.7%
0	161	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	161	0.2%
1	691	0.7%
2	1657	1.6%
3	3775	3.7%
4	9685	9.5%
5	17256	17.0%
6	22483	22.1%
7	26068	25.6%
8	17197	16.9%
9	2793	2.7%

Value	Count	Frequency (%)
9	2793	2.7%
8	17197	16.9%
7	26068	25.6%
6	22483	22.1%
5	17256	17.0%
4	9685	9.5%
3	3775	3.7%
2	1657	1.6%
1	691	0.7%
0	161	0.2%

weight
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1913606

Minimum	0
Maximum	9
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1471306
Coefficient of variation (CV)	0.96287442
Kurtosis	36.920884
Mean	1.1913606
Median Absolute Deviation (MAD)	0
Skewness	6.1689989
Sum	121240
Variance	1.3159087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	98569	96.9%
9	1336	1.3%
8	897	0.9%
3	625	0.6%
4	145	0.1%
7	97	0.1%
2	48	< 0.1%
5	35	< 0.1%
6	11	< 0.1%
0	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	98569	96.9%
2	48	< 0.1%
3	625	0.6%
4	145	0.1%
5	35	< 0.1%
6	11	< 0.1%
7	97	0.1%
8	897	0.9%
9	1336	1.3%

Value	Count	Frequency (%)
9	1336	1.3%
8	897	0.9%
7	97	0.1%
6	11	< 0.1%
5	35	< 0.1%
4	145	0.1%
3	625	0.6%
2	48	< 0.1%
1	98569	96.9%
0	3	< 0.1%

admission_type_id
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0240061

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	6
Maximum	8
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4454028
Coefficient of variation (CV)	0.7141297
Kurtosis	1.9424761
Mean	2.0240061
Median Absolute Deviation (MAD)	0
Skewness	1.5919843
Sum	205975
Variance	2.0891893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	53990	53.1%
3	18869	18.5%
2	18480	18.2%
6	5291	5.2%
5	4785	4.7%
8	320	0.3%
7	21	< 0.1%
4	10	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	53990	53.1%
2	18480	18.2%
3	18869	18.5%
4	10	< 0.1%
5	4785	4.7%
6	5291	5.2%
7	21	< 0.1%
8	320	0.3%

Value	Count	Frequency (%)
8	320	0.3%
7	21	< 0.1%
6	5291	5.2%
5	4785	4.7%
4	10	< 0.1%
3	18869	18.5%
2	18480	18.2%
1	53990	53.1%

discharge_disposition_id
Real number (ℝ)

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7156418

Minimum	1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	18
Maximum	28
Range	27
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.2801655
Coefficient of variation (CV)	1.4210642
Kurtosis	6.0033468
Mean	3.7156418
Median Absolute Deviation (MAD)	0
Skewness	2.563067
Sum	378126
Variance	27.880148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1	60234	59.2%
3	13954	13.7%
6	12902	12.7%
18	3691	3.6%
2	2128	2.1%
22	1993	2.0%
11	1642	1.6%
5	1184	1.2%
25	989	1.0%
4	815	0.8%
Other values (16)	2234	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	60234	59.2%
2	2128	2.1%
3	13954	13.7%
4	815	0.8%
5	1184	1.2%
6	12902	12.7%
7	623	0.6%
8	108	0.1%
9	21	< 0.1%
10	6	< 0.1%

Value	Count	Frequency (%)
28	139	0.1%
27	5	< 0.1%
25	989	1.0%
24	48	< 0.1%
23	412	0.4%
22	1993	2.0%
20	2	< 0.1%
19	8	< 0.1%
18	3691	3.6%
17	14	< 0.1%

admission_source_id
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7544366

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	7
Q3	7
95-th percentile	17
Maximum	25
Range	24
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.0640808
Coefficient of variation (CV)	0.70625173
Kurtosis	1.7449894
Mean	5.7544366
Median Absolute Deviation (MAD)	0
Skewness	1.0299349
Sum	585606
Variance	16.516753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
7	57494	56.5%
1	29565	29.1%
17	6781	6.7%
4	3187	3.1%
6	2264	2.2%
2	1104	1.1%
5	855	0.8%
3	187	0.2%
20	161	0.2%
9	125	0.1%
Other values (7)	43	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	29565	29.1%
2	1104	1.1%
3	187	0.2%
4	3187	3.1%
5	855	0.8%
6	2264	2.2%
7	57494	56.5%
8	16	< 0.1%
9	125	0.1%
10	8	< 0.1%

Value	Count	Frequency (%)
25	2	< 0.1%
22	12	< 0.1%
20	161	0.2%
17	6781	6.7%
14	2	< 0.1%
13	1	< 0.1%
11	2	< 0.1%
10	8	< 0.1%
9	125	0.1%
8	16	< 0.1%

time_in_hospital
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3959869

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	11
Maximum	14
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9851078
Coefficient of variation (CV)	0.67905293
Kurtosis	0.85025084
Mean	4.3959869
Median Absolute Deviation (MAD)	2
Skewness	1.1339987
Sum	447362
Variance	8.9108684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	17756	17.4%
2	17224	16.9%
1	14208	14.0%
4	13924	13.7%
5	9966	9.8%
6	7539	7.4%
7	5859	5.8%
8	4391	4.3%
9	3002	2.9%
10	2342	2.3%
Other values (4)	5555	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	14208	14.0%
2	17224	16.9%
3	17756	17.4%
4	13924	13.7%
5	9966	9.8%
6	7539	7.4%
7	5859	5.8%
8	4391	4.3%
9	3002	2.9%
10	2342	2.3%

Value	Count	Frequency (%)
14	1042	1.0%
13	1210	1.2%
12	1448	1.4%
11	1855	1.8%
10	2342	2.3%
9	3002	2.9%
8	4391	4.3%
7	5859	5.8%
6	7539	7.4%
5	9966	9.8%

payer_code
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8855806

Minimum	0
Maximum	17
Zeros	40256
Zeros (%)	39.6%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7
Q3	8
95-th percentile	15
Maximum	17
Range	17
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.823023
Coefficient of variation (CV)	0.98719545
Kurtosis	-0.71949156
Mean	4.8855806
Median Absolute Deviation (MAD)	6
Skewness	0.50103609
Sum	497186
Variance	23.261551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	40256	39.6%
8	32439	31.9%
7	6274	6.2%
15	5007	4.9%
1	4655	4.6%
9	3532	3.5%
4	2533	2.5%
16	2448	2.4%
3	1937	1.9%
11	1033	1.0%
Other values (8)	1652	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40256	39.6%
1	4655	4.6%
2	146	0.1%
3	1937	1.9%
4	2533	2.5%
5	549	0.5%
6	1	< 0.1%
7	6274	6.2%
8	32439	31.9%
9	3532	3.5%

Value	Count	Frequency (%)
17	135	0.1%
16	2448	2.4%
15	5007	4.9%
14	55	0.1%
13	592	0.6%
12	95	0.1%
11	1033	1.0%
10	79	0.1%
9	3532	3.5%
8	32439	31.9%

medical_specialty
Real number (ℝ)

ZEROS

Distinct	73
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.708871

Minimum	0
Maximum	72
Zeros	49949
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	19
95-th percentile	61
Maximum	72
Range	72
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	17.507131
Coefficient of variation (CV)	1.4952023
Kurtosis	2.9517491
Mean	11.708871
Median Absolute Deviation (MAD)	4
Skewness	1.8938144
Sum	1191565
Variance	306.49964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49949	49.1%
19	14635	14.4%
9	7565	7.4%
12	7440	7.3%
4	5352	5.3%
63	3099	3.0%
20	1613	1.6%
28	1400	1.4%
29	1233	1.2%
53	1140	1.1%
Other values (63)	8340	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49949	49.1%
1	7	< 0.1%
2	12	< 0.1%
3	19	< 0.1%
4	5352	5.3%
5	7	< 0.1%
6	6	< 0.1%
7	4	< 0.1%
8	1	< 0.1%
9	7565	7.4%

Value	Count	Frequency (%)
72	685	0.7%
71	33	< 0.1%
70	533	0.5%
69	109	0.1%
68	1	< 0.1%
67	41	< 0.1%
66	8	< 0.1%
65	468	0.5%
64	11	< 0.1%
63	3099	3.0%

num_lab_procedures
Real number (ℝ)

Distinct	118
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.095641

Minimum	1
Maximum	132
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	31
median	44
Q3	57
95-th percentile	73
Maximum	132
Range	131
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.674362
Coefficient of variation (CV)	0.45652789
Kurtosis	-0.24507352
Mean	43.095641
Median Absolute Deviation (MAD)	13
Skewness	-0.23654392
Sum	4385671
Variance	387.08053
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3208	3.2%
43	2804	2.8%
44	2496	2.5%
45	2376	2.3%
38	2213	2.2%
40	2201	2.2%
46	2189	2.2%
41	2117	2.1%
42	2113	2.1%
47	2106	2.1%
Other values (108)	77943	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3208	3.2%
2	1101	1.1%
3	668	0.7%
4	378	0.4%
5	286	0.3%
6	282	0.3%
7	323	0.3%
8	366	0.4%
9	933	0.9%
10	838	0.8%

Value	Count	Frequency (%)
132	1	< 0.1%
129	1	< 0.1%
126	1	< 0.1%
121	1	< 0.1%
120	1	< 0.1%
118	1	< 0.1%
114	2	< 0.1%
113	3	< 0.1%
111	3	< 0.1%
109	4	< 0.1%

num_procedures
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3397304

Minimum	0
Maximum	6
Zeros	46652
Zeros (%)	45.8%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.705807
Coefficient of variation (CV)	1.2732465
Kurtosis	0.8571103
Mean	1.3397304
Median Absolute Deviation (MAD)	1
Skewness	1.3164148
Sum	136339
Variance	2.9097775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	46652	45.8%
1	20742	20.4%
2	12717	12.5%
3	9443	9.3%
6	4954	4.9%
4	4180	4.1%
5	3078	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46652	45.8%
1	20742	20.4%
2	12717	12.5%
3	9443	9.3%
4	4180	4.1%
5	3078	3.0%
6	4954	4.9%

Value	Count	Frequency (%)
6	4954	4.9%
5	3078	3.0%
4	4180	4.1%
3	9443	9.3%
2	12717	12.5%
1	20742	20.4%
0	46652	45.8%

num_medications
Real number (ℝ)

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.021844

Minimum	1
Maximum	81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	15
Q3	20
95-th percentile	31
Maximum	81
Range	80
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.1275662
Coefficient of variation (CV)	0.50728032
Kurtosis	3.4681549
Mean	16.021844
Median Absolute Deviation (MAD)	5
Skewness	1.3266721
Sum	1630479
Variance	66.057332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	6086	6.0%
12	6004	5.9%
11	5795	5.7%
15	5792	5.7%
14	5707	5.6%
16	5430	5.3%
10	5346	5.3%
17	4919	4.8%
9	4913	4.8%
18	4523	4.4%
Other values (65)	47251	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	262	0.3%
2	470	0.5%
3	900	0.9%
4	1417	1.4%
5	2017	2.0%
6	2699	2.7%
7	3484	3.4%
8	4353	4.3%
9	4913	4.8%
10	5346	5.3%

Value	Count	Frequency (%)
81	1	< 0.1%
79	1	< 0.1%
75	2	< 0.1%
74	1	< 0.1%
72	3	< 0.1%
70	2	< 0.1%
69	5	< 0.1%
68	7	< 0.1%
67	7	< 0.1%
66	5	< 0.1%

number_outpatient
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.36935715

Minimum	0
Maximum	42
Zeros	85027
Zeros (%)	83.6%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.2672651
Coefficient of variation (CV)	3.4310019
Kurtosis	147.90774
Mean	0.36935715
Median Absolute Deviation (MAD)	0
Skewness	8.8329589
Sum	37588
Variance	1.6059608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	85027	83.6%
1	8547	8.4%
2	3594	3.5%
3	2042	2.0%
4	1099	1.1%
5	533	0.5%
6	303	0.3%
7	155	0.2%
8	98	0.1%
9	83	0.1%
Other values (29)	285	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85027	83.6%
1	8547	8.4%
2	3594	3.5%
3	2042	2.0%
4	1099	1.1%
5	533	0.5%
6	303	0.3%
7	155	0.2%
8	98	0.1%
9	83	0.1%

Value	Count	Frequency (%)
42	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%
36	2	< 0.1%
35	2	< 0.1%
34	1	< 0.1%
33	2	< 0.1%
29	2	< 0.1%

number_emergency
Real number (ℝ)

SKEWED ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19783621

Minimum	0
Maximum	76
Zeros	90383
Zeros (%)	88.8%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	76
Range	76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.93047227
Coefficient of variation (CV)	4.7032455
Kurtosis	1191.6867
Mean	0.19783621
Median Absolute Deviation (MAD)	0
Skewness	22.855582
Sum	20133
Variance	0.86577864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	90383	88.8%
1	7677	7.5%
2	2042	2.0%
3	725	0.7%
4	374	0.4%
5	192	0.2%
6	94	0.1%
7	73	0.1%
8	50	< 0.1%
10	34	< 0.1%
Other values (23)	122	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90383	88.8%
1	7677	7.5%
2	2042	2.0%
3	725	0.7%
4	374	0.4%
5	192	0.2%
6	94	0.1%
7	73	0.1%
8	50	< 0.1%
9	33	< 0.1%

Value	Count	Frequency (%)
76	1	< 0.1%
64	1	< 0.1%
63	1	< 0.1%
54	1	< 0.1%
46	1	< 0.1%
42	1	< 0.1%
37	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
25	2	< 0.1%

number_inpatient
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63556591

Minimum	0
Maximum	21
Zeros	67630
Zeros (%)	66.5%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	21
Range	21
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2628633
Coefficient of variation (CV)	1.9869903
Kurtosis	20.719397
Mean	0.63556591
Median Absolute Deviation (MAD)	0
Skewness	3.614139
Sum	64679
Variance	1.5948237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	67630	66.5%
1	19521	19.2%
2	7566	7.4%
3	3411	3.4%
4	1622	1.6%
5	812	0.8%
6	480	0.5%
7	268	0.3%
8	151	0.1%
9	111	0.1%
Other values (11)	194	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67630	66.5%
1	19521	19.2%
2	7566	7.4%
3	3411	3.4%
4	1622	1.6%
5	812	0.8%
6	480	0.5%
7	268	0.3%
8	151	0.1%
9	111	0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
19	2	< 0.1%
18	1	< 0.1%
17	1	< 0.1%
16	6	< 0.1%
15	9	< 0.1%
14	10	< 0.1%
13	20	< 0.1%
12	34	< 0.1%
11	49	< 0.1%

diag_1
Real number (ℝ)

Distinct	717
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	336.86437

Minimum	0
Maximum	716
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	99
Q1	259
median	298
Q3	435
95-th percentile	670
Maximum	716
Range	716
Interquartile range (IQR)	176

Descriptive statistics

Standard deviation	160.65007
Coefficient of variation (CV)	0.47689838
Kurtosis	-0.33722185
Mean	336.86437
Median Absolute Deviation (MAD)	99
Skewness	0.37875937
Sum	34281339
Variance	25808.445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
276	6862	6.7%
263	6581	6.5%
540	4016	3.9%
259	3614	3.6%
325	3508	3.4%
275	2766	2.7%
329	2275	2.2%
501	2151	2.1%
475	2042	2.0%
282	2028	2.0%
Other values (707)	65923	64.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	10	< 0.1%
2	2	< 0.1%
3	73	0.1%
4	1	< 0.1%
5	2	< 0.1%
6	9	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	27	< 0.1%

Value	Count	Frequency (%)
716	9	< 0.1%
715	1	< 0.1%
714	1	< 0.1%
713	2	< 0.1%
712	8	< 0.1%
711	1	< 0.1%
710	228	0.2%
709	1207	1.2%
708	16	< 0.1%
707	71	0.1%

diag_2
Real number (ℝ)

Distinct	749
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	277.79947

Minimum	0
Maximum	748
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	78
Q1	142
median	260
Q3	376
95-th percentile	540
Maximum	748
Range	748
Interquartile range (IQR)	234

Descriptive statistics

Standard deviation	154.29728
Coefficient of variation (CV)	0.55542683
Kurtosis	0.39555658
Mean	277.79947
Median Absolute Deviation (MAD)	118
Skewness	0.7372242
Sum	28270541
Variance	23807.651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	6752	6.6%
261	6662	6.5%
78	6071	6.0%
260	5036	4.9%
239	3736	3.7%
318	3305	3.2%
397	3288	3.2%
241	2823	2.8%
249	2650	2.6%
246	2566	2.5%
Other values (739)	58877	57.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	8	< 0.1%
2	1	< 0.1%
3	201	0.2%
4	1	< 0.1%
5	1	< 0.1%
6	10	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
748	2	< 0.1%
747	169	0.2%
746	13	< 0.1%
745	7	< 0.1%
744	1	< 0.1%
743	5	< 0.1%
742	23	< 0.1%
741	27	< 0.1%
740	30	< 0.1%
739	66	0.1%

diag_3
Real number (ℝ)

Distinct	790
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	286.33171

Minimum	0
Maximum	789
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	397.6 KiB

Quantile statistics

Minimum	0
5-th percentile	86
Q1	139
median	256
Q3	381
95-th percentile	670
Maximum	789
Range	789
Interquartile range (IQR)	242

Descriptive statistics

Standard deviation	180.65139
Coefficient of variation (CV)	0.63091645
Kurtosis	0.49154922
Mean	286.33171
Median Absolute Deviation (MAD)	117
Skewness	1.0074289
Sum	29138833
Variance	32634.923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	11555	11.4%
246	8289	8.1%
139	5175	5.1%
268	4577	4.5%
267	3955	3.9%
256	3664	3.6%
326	2605	2.6%
248	2357	2.3%
395	1992	2.0%
135	1969	1.9%
Other values (780)	55628	54.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	20	< 0.1%
2	1	< 0.1%
3	206	0.2%
4	1	< 0.1%
5	7	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	6	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
789	3	< 0.1%
788	96	0.1%
787	8	< 0.1%
786	2	< 0.1%
785	18	< 0.1%
784	24	< 0.1%
783	45	< 0.1%
782	13	< 0.1%
781	29	< 0.1%
780	5	< 0.1%

number_diagnoses
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4226068

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	6
median	8
Q3	9
95-th percentile	9
Maximum	16
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9336001
Coefficient of variation (CV)	0.26050149
Kurtosis	-0.079056024
Mean	7.4226068
Median Absolute Deviation (MAD)	1
Skewness	-0.87674624
Sum	755369
Variance	3.7388095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
9	49474	48.6%
5	11393	11.2%
8	10616	10.4%
7	10393	10.2%
6	10161	10.0%
4	5537	5.4%
3	2835	2.8%
2	1023	1.0%
1	219	0.2%
16	45	< 0.1%
Other values (6)	70	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	219	0.2%
2	1023	1.0%
3	2835	2.8%
4	5537	5.4%
5	11393	11.2%
6	10161	10.0%
7	10393	10.2%
8	10616	10.4%
9	49474	48.6%
10	17	< 0.1%

Value	Count	Frequency (%)
16	45	< 0.1%
15	10	< 0.1%
14	7	< 0.1%
13	16	< 0.1%
12	9	< 0.1%
11	11	< 0.1%
10	17	< 0.1%
9	49474	48.6%
8	10616	10.4%
7	10393	10.2%

max_glu_serum
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

2	40817
1	35919
0	24897
3	133

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

Most occurring characters

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	40817	40.1%
1	35919	35.3%
0	24897	24.5%
3	133	0.1%

A1Cresult
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	49610
2	29207
0	22923
3	26

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	49610	48.7%
2	29207	28.7%
0	22923	22.5%
3	26	< 0.1%

metformin
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	81778
2	18346
3	1067
0	575

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

Most occurring characters

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	81778	80.4%
2	18346	18.0%
3	1067	1.0%
0	575	0.6%

repaglinide
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	100227
2	1384
3	110
0	45

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	100227	98.5%
2	1384	1.4%
3	110	0.1%
0	45	< 0.1%

nateglinide
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	101063
2	668
3	24
0	11

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	101063	99.3%
2	668	0.7%
3	24	< 0.1%
0	11	< 0.1%

chlorpropamide
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	101680
2	79
3	6
0	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	101680	99.9%
2	79	0.1%
3	6	< 0.1%
0	1	< 0.1%

glimepiride
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	96575
2	4670
3	327
0	194

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

Most occurring characters

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	96575	94.9%
2	4670	4.6%
3	327	0.3%
0	194	0.2%

acetohexamide
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101765
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

glipizide
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	89080
2	11356
3	770
0	560

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

Most occurring characters

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	89080	87.5%
2	11356	11.2%
3	770	0.8%
0	560	0.6%

glyburide
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	91116
2	9274
3	812
0	564

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

Most occurring characters

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	91116	89.5%
2	9274	9.1%
3	812	0.8%
0	564	0.6%

tolbutamide
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101743
1	23

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101743	> 99.9%
1	23	< 0.1%

pioglitazone
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	94438
2	6976
3	234
0	118

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	94438	92.8%
2	6976	6.9%
3	234	0.2%
0	118	0.1%

rosiglitazone
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	95401
2	6100
3	178
0	87

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	95401	93.7%
2	6100	6.0%
3	178	0.2%
0	87	0.1%

acarbose
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	101458
2	295
3	10
0	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	101458	99.7%
2	295	0.3%
3	10	< 0.1%
0	3	< 0.1%

miglitol
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	101728
2	31
0	5
3	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	101728	> 99.9%
2	31	< 0.1%
0	5	< 0.1%
3	2	< 0.1%

troglitazone
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101763
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101763	> 99.9%
1	3	< 0.1%

tolazamide
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101727
1	38
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101727	> 99.9%
1	38	< 0.1%
2	1	< 0.1%

examide
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101766

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101766	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101766	100.0%

citoglipton
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101766

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101766	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101766	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101766	100.0%

insulin
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	47383
2	30849
0	12218
3	11316

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	3
3rd row	1
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

Most occurring characters

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	47383	46.6%
2	30849	30.3%
0	12218	12.0%
3	11316	11.1%

glyburide.metformin
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	101060
2	692
3	8
0	6

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	101060	99.3%
2	692	0.7%
3	8	< 0.1%
0	6	< 0.1%

glipizide.metformin
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101753
1	13

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101753	> 99.9%
1	13	< 0.1%

glimepiride.pioglitazone
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101765
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

metformin.rosiglitazone
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101764
1	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101764	> 99.9%
1	2	< 0.1%

metformin.pioglitazone
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

0	101765
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101765	> 99.9%
1	1	< 0.1%

change
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	54755
0	47011

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

Most occurring characters

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	54755	53.8%
0	47011	46.2%

diabetesMed
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

1	78363
0	23403

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

Most occurring characters

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	78363	77.0%
0	23403	23.0%

readmitted
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.2 KiB

2	54864
1	35545
0	11357

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101766
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Most occurring characters

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	101766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	101766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	54864	53.9%
1	35545	34.9%
0	11357	11.2%

Auto

Heatmap
Table

	id	encounter_id	patient_nbr	race	age	weight	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	payer_code	medical_specialty	num_lab_procedures	num_procedures	num_medications	number_outpatient	number_emergency	number_inpatient	diag_1	diag_2	diag_3	number_diagnoses	gender	max_glu_serum	A1Cresult	metformin	repaglinide	nateglinide	chlorpropamide	glimepiride	acetohexamide	glipizide	glyburide	tolbutamide	pioglitazone	rosiglitazone	acarbose	miglitol	troglitazone	tolazamide	insulin	glyburide.metformin	glipizide.metformin	glimepiride.pioglitazone	metformin.rosiglitazone	metformin.pioglitazone	change	diabetesMed	readmitted
id	1.000	1.000	0.544	0.082	0.071	-0.020	-0.123	-0.065	-0.051	-0.060	0.549	-0.259	-0.009	-0.031	0.102	0.151	0.131	0.037	0.031	0.084	0.040	0.293	0.007	0.230	0.111	0.028	0.020	0.020	0.016	0.029	0.000	0.021	0.054	0.009	0.036	0.045	0.010	0.000	0.013	0.016	0.105	0.030	0.010	0.000	0.000	0.000	0.124	0.067	0.079
encounter_id	1.000	1.000	0.544	0.082	0.071	-0.020	-0.123	-0.065	-0.051	-0.060	0.549	-0.259	-0.009	-0.031	0.102	0.151	0.131	0.037	0.031	0.084	0.040	0.293	0.011	0.215	0.104	0.028	0.019	0.022	0.014	0.030	0.000	0.023	0.054	0.010	0.036	0.044	0.006	0.005	0.013	0.014	0.102	0.029	0.004	0.001	0.011	0.014	0.120	0.068	0.073
patient_nbr	0.544	0.544	1.000	0.152	0.075	0.087	0.007	-0.046	0.030	-0.017	0.276	-0.200	0.027	-0.019	0.045	0.155	0.113	0.026	0.035	0.049	0.023	0.240	0.022	0.097	0.068	0.021	0.042	0.018	0.006	0.023	0.000	0.021	0.044	0.000	0.032	0.019	0.011	0.009	0.000	0.009	0.118	0.032	0.024	0.000	0.023	0.000	0.130	0.068	0.115
race	0.082	0.082	0.152	1.000	0.114	0.043	0.104	0.029	0.014	-0.016	0.040	-0.061	-0.015	0.017	0.029	0.057	-0.023	-0.006	0.036	0.030	0.007	0.078	0.054	0.020	0.013	0.012	0.016	0.010	0.003	0.014	0.000	0.014	0.017	0.000	0.015	0.006	0.007	0.000	0.000	0.000	0.042	0.018	0.000	0.000	0.028	0.000	0.021	0.022	0.037
age	0.071	0.071	0.075	0.114	1.000	0.015	-0.022	0.253	0.049	0.120	0.080	-0.059	0.028	-0.058	0.027	0.023	-0.057	0.015	0.054	0.072	0.027	0.196	0.078	0.013	0.033	0.066	0.029	0.008	0.003	0.024	0.000	0.037	0.050	0.014	0.030	0.026	0.002	0.004	0.000	0.000	0.068	0.010	0.000	0.000	0.000	0.000	0.056	0.044	0.038
weight	-0.020	-0.020	0.087	0.043	0.015	1.000	0.035	-0.011	-0.011	0.029	0.037	-0.006	0.093	0.017	0.011	0.129	0.019	-0.004	0.015	0.018	0.009	0.050	0.027	0.005	0.005	0.014	0.000	0.004	0.000	0.007	0.000	0.013	0.004	0.000	0.019	0.004	0.000	0.000	0.000	0.000	0.055	0.000	0.000	0.000	0.000	0.000	0.048	0.036	0.035
admission_type_id	-0.123	-0.123	0.007	0.104	-0.022	0.035	1.000	0.021	-0.383	-0.015	-0.077	0.246	-0.224	0.217	0.087	0.030	-0.033	-0.045	0.023	-0.014	-0.016	-0.127	0.013	0.032	0.026	0.032	0.034	0.012	0.002	0.036	0.000	0.012	0.007	0.013	0.020	0.019	0.000	0.005	0.000	0.006	0.064	0.027	0.000	0.000	0.000	0.000	0.063	0.043	0.044
discharge_disposition_id	-0.065	-0.065	-0.046	0.029	0.253	-0.011	0.021	1.000	0.042	0.276	-0.049	-0.076	0.059	0.013	0.171	0.033	0.007	0.085	0.047	0.070	0.057	0.151	0.027	0.038	0.030	0.036	0.016	0.006	0.019	0.022	0.020	0.028	0.051	0.010	0.024	0.017	0.000	0.004	0.011	0.017	0.078	0.015	0.010	0.000	0.000	0.000	0.081	0.083	0.120
admission_source_id	-0.051	-0.051	0.030	0.014	0.049	-0.011	-0.383	0.042	1.000	0.003	-0.066	-0.163	0.136	-0.205	-0.063	0.024	0.104	0.056	-0.004	-0.005	0.008	0.106	0.012	0.051	0.031	0.029	0.018	0.007	0.000	0.016	0.000	0.007	0.019	0.004	0.017	0.021	0.000	0.000	0.000	0.000	0.041	0.017	0.000	0.000	0.000	0.000	0.023	0.018	0.056
time_in_hospital	-0.060	-0.060	-0.017	-0.016	0.120	0.029	-0.015	0.276	0.003	1.000	-0.031	0.013	0.337	0.187	0.465	-0.013	-0.001	0.092	-0.033	0.098	0.075	0.237	0.028	0.009	0.003	0.028	0.024	0.005	0.003	0.025	0.019	0.037	0.033	0.000	0.023	0.021	0.007	0.009	0.013	0.000	0.079	0.003	0.005	0.000	0.000	0.000	0.115	0.070	0.048
payer_code	0.549	0.549	0.276	0.040	0.080	0.037	-0.077	-0.049	-0.066	-0.031	1.000	-0.105	-0.042	-0.068	0.028	0.086	0.102	0.024	0.022	0.051	0.030	0.108	0.052	0.087	0.061	0.031	0.024	0.006	0.006	0.024	0.000	0.016	0.034	0.000	0.024	0.010	0.000	0.004	0.000	0.004	0.115	0.038	0.017	0.010	0.017	0.015	0.130	0.082	0.038
medical_specialty	-0.259	-0.259	-0.200	-0.061	-0.059	-0.006	0.246	-0.076	-0.163	0.013	-0.105	1.000	-0.043	0.091	-0.019	-0.097	-0.025	-0.012	0.023	-0.042	-0.017	-0.190	0.051	0.054	0.029	0.045	0.047	0.003	0.010	0.028	0.000	0.016	0.024	0.000	0.014	0.025	0.002	0.014	0.000	0.002	0.075	0.019	0.004	0.000	0.000	0.019	0.064	0.042	0.055
num_lab_procedures	-0.009	-0.009	0.027	-0.015	0.028	0.093	-0.224	0.059	0.136	0.337	-0.042	-0.043	1.000	0.023	0.252	-0.024	0.006	0.041	-0.071	0.035	0.028	0.169	0.017	0.024	0.013	0.037	0.020	0.006	0.000	0.019	0.004	0.024	0.020	0.006	0.018	0.011	0.000	0.000	0.000	0.000	0.073	0.006	0.008	0.000	0.000	0.001	0.070	0.043	0.032
num_procedures	-0.031	-0.031	-0.019	0.017	-0.058	0.017	0.217	0.013	-0.205	0.187	-0.068	0.091	0.023	1.000	0.352	-0.024	-0.046	-0.064	-0.034	0.034	0.022	0.067	0.045	0.013	0.005	0.023	0.000	0.001	0.003	0.007	0.013	0.009	0.007	0.000	0.010	0.008	0.004	0.000	0.000	0.007	0.023	0.000	0.000	0.000	0.006	0.000	0.027	0.030	0.037
num_medications	0.102	0.102	0.045	0.029	0.027	0.011	0.087	0.171	-0.063	0.465	0.028	-0.019	0.252	0.352	1.000	0.074	0.044	0.099	0.014	0.094	0.055	0.294	0.036	0.024	0.008	0.044	0.016	0.015	0.000	0.029	0.019	0.042	0.030	0.000	0.043	0.032	0.013	0.000	0.000	0.000	0.143	0.003	0.000	0.000	0.038	0.000	0.244	0.196	0.063
number_outpatient	0.151	0.151	0.155	0.057	0.023	0.129	0.030	0.033	0.024	-0.013	0.086	-0.097	-0.024	-0.024	0.074	1.000	0.177	0.156	0.012	0.030	0.026	0.113	0.000	0.011	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.000	0.000	0.000	0.000	0.000	0.015	0.001	0.028
number_emergency	0.131	0.131	0.113	-0.023	-0.057	0.019	-0.033	0.007	0.104	-0.001	0.102	-0.025	0.006	-0.046	0.044	0.177	1.000	0.222	-0.008	0.009	0.019	0.092	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.020	0.000	0.000	0.000	0.000	0.015	0.007	0.029
number_inpatient	0.037	0.037	0.026	-0.006	0.015	-0.004	-0.045	0.085	0.056	0.092	0.024	-0.012	0.041	-0.064	0.099	0.156	0.222	1.000	0.013	0.043	0.042	0.136	0.008	0.006	0.000	0.032	0.000	0.000	0.000	0.000	0.000	0.012	0.020	0.000	0.011	0.008	0.007	0.003	0.000	0.000	0.044	0.000	0.000	0.000	0.000	0.000	0.017	0.018	0.130
diag_1	0.031	0.031	0.035	0.036	0.054	0.015	0.023	0.047	-0.004	-0.033	0.022	0.023	-0.071	-0.034	0.014	0.012	-0.008	0.013	1.000	0.008	-0.009	0.028	0.058	0.017	0.022	0.064	0.010	0.003	0.001	0.021	0.000	0.037	0.038	0.000	0.026	0.024	0.010	0.003	0.000	0.002	0.088	0.012	0.005	0.000	0.000	0.008	0.097	0.083	0.053
diag_2	0.084	0.084	0.049	0.030	0.072	0.018	-0.014	0.070	-0.005	0.098	0.051	-0.042	0.035	0.034	0.094	0.030	0.009	0.043	0.008	1.000	0.066	0.180	0.045	0.018	0.022	0.045	0.011	0.007	0.000	0.015	0.000	0.015	0.023	0.005	0.010	0.012	0.000	0.000	0.015	0.001	0.041	0.005	0.016	0.015	0.000	0.000	0.034	0.023	0.033
diag_3	0.040	0.040	0.023	0.007	0.027	0.009	-0.016	0.057	0.008	0.075	0.030	-0.017	0.028	0.022	0.055	0.026	0.019	0.042	-0.009	0.066	1.000	0.157	0.029	0.014	0.015	0.038	0.011	0.000	0.000	0.011	0.000	0.012	0.022	0.005	0.015	0.006	0.000	0.000	0.000	0.000	0.032	0.009	0.011	0.005	0.000	0.000	0.017	0.019	0.043
number_diagnoses	0.293	0.293	0.240	0.078	0.196	0.050	-0.127	0.151	0.106	0.237	0.108	-0.190	0.169	0.067	0.294	0.113	0.092	0.136	0.028	0.180	0.157	1.000	0.000	0.051	0.037	0.046	0.022	0.035	0.006	0.010	0.000	0.013	0.024	0.000	0.010	0.008	0.000	0.000	0.000	0.009	0.078	0.012	0.000	0.005	0.000	0.005	0.057	0.032	0.082
gender	0.007	0.011	0.022	0.054	0.078	0.027	0.013	0.027	0.012	0.028	0.052	0.051	0.017	0.045	0.036	0.000	0.000	0.008	0.058	0.045	0.029	0.000	1.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.023	0.000	0.004	0.011	0.007	0.004	0.004	0.003	0.000	0.000	0.005	0.000	0.002	0.000	0.014	0.015	0.013
max_glu_serum	0.230	0.215	0.097	0.020	0.013	0.005	0.032	0.038	0.051	0.009	0.087	0.054	0.024	0.013	0.024	0.011	0.000	0.006	0.017	0.018	0.014	0.051	0.000	1.000	0.257	0.001	0.009	0.001	0.000	0.000	0.001	0.003	0.011	0.019	0.009	0.003	0.000	0.000	0.150	0.000	0.038	0.006	0.000	0.001	0.000	0.000	0.047	0.023	0.018
A1Cresult	0.111	0.104	0.068	0.013	0.033	0.005	0.026	0.030	0.031	0.003	0.061	0.029	0.013	0.005	0.008	0.000	0.000	0.000	0.022	0.022	0.015	0.037	0.007	0.257	1.000	0.010	0.012	0.000	0.000	0.003	0.000	0.011	0.011	0.007	0.000	0.000	0.000	0.000	0.008	0.000	0.010	0.003	0.000	0.000	0.000	0.000	0.014	0.015	0.000
metformin	0.028	0.028	0.021	0.012	0.066	0.014	0.032	0.036	0.029	0.028	0.031	0.045	0.037	0.023	0.044	0.007	0.000	0.032	0.064	0.045	0.038	0.046	0.000	0.001	0.010	1.000	0.009	0.013	0.003	0.028	0.000	0.049	0.093	0.005	0.034	0.061	0.013	0.008	0.000	0.008	0.032	0.012	0.000	0.000	0.000	0.041	0.329	0.270	0.022
repaglinide	0.020	0.019	0.042	0.016	0.029	0.000	0.034	0.016	0.018	0.024	0.024	0.047	0.020	0.000	0.016	0.000	0.000	0.000	0.010	0.011	0.011	0.022	0.000	0.009	0.012	0.009	1.000	0.000	0.000	0.003	0.000	0.010	0.014	0.000	0.015	0.006	0.012	0.008	0.000	0.000	0.018	0.003	0.000	0.000	0.000	0.000	0.078	0.068	0.016
nateglinide	0.020	0.022	0.018	0.010	0.008	0.004	0.012	0.006	0.007	0.005	0.006	0.003	0.006	0.001	0.015	0.000	0.021	0.000	0.003	0.007	0.000	0.035	0.000	0.001	0.000	0.013	0.000	1.000	0.000	0.009	0.000	0.007	0.011	0.000	0.020	0.009	0.000	0.005	0.000	0.000	0.004	0.004	0.000	0.000	0.000	0.000	0.055	0.045	0.000
chlorpropamide	0.016	0.014	0.006	0.003	0.003	0.000	0.002	0.019	0.000	0.003	0.006	0.010	0.000	0.003	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.006	0.000	0.000	0.000	0.003	0.000	0.000	1.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.012	0.015	0.004
glimepiride	0.029	0.030	0.023	0.014	0.024	0.007	0.036	0.022	0.016	0.025	0.024	0.028	0.019	0.007	0.029	0.000	0.009	0.000	0.021	0.015	0.011	0.010	0.000	0.000	0.003	0.028	0.003	0.009	0.000	1.000	0.000	0.042	0.040	0.000	0.026	0.025	0.010	0.013	0.005	0.000	0.010	0.004	0.000	0.000	0.000	0.000	0.144	0.127	0.007
acetohexamide	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.000	0.019	0.000	0.000	0.004	0.013	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
glipizide	0.021	0.023	0.021	0.014	0.037	0.013	0.012	0.028	0.007	0.037	0.016	0.016	0.024	0.009	0.042	0.000	0.000	0.012	0.037	0.015	0.012	0.013	0.019	0.003	0.011	0.049	0.010	0.007	0.002	0.042	0.000	1.000	0.062	0.002	0.029	0.027	0.022	0.014	0.000	0.000	0.034	0.015	0.000	0.000	0.000	0.000	0.209	0.206	0.015
glyburide	0.054	0.054	0.044	0.017	0.050	0.004	0.007	0.051	0.019	0.033	0.034	0.024	0.020	0.007	0.030	0.005	0.000	0.020	0.038	0.023	0.022	0.024	0.023	0.011	0.011	0.093	0.014	0.011	0.000	0.040	0.000	0.062	1.000	0.000	0.016	0.025	0.007	0.000	0.000	0.000	0.054	0.004	0.000	0.000	0.000	0.000	0.191	0.187	0.004
tolbutamide	0.009	0.010	0.000	0.000	0.014	0.000	0.013	0.010	0.004	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.005	0.000	0.000	0.019	0.007	0.005	0.000	0.000	0.000	0.000	0.000	0.002	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000
pioglitazone	0.036	0.036	0.032	0.015	0.030	0.019	0.020	0.024	0.017	0.023	0.024	0.014	0.018	0.010	0.043	0.000	0.000	0.011	0.026	0.010	0.015	0.010	0.004	0.009	0.000	0.034	0.015	0.020	0.000	0.026	0.000	0.029	0.016	0.000	1.000	0.037	0.007	0.000	0.000	0.000	0.009	0.018	0.000	0.000	0.000	0.010	0.203	0.152	0.011
rosiglitazone	0.045	0.044	0.019	0.006	0.026	0.004	0.019	0.017	0.021	0.021	0.010	0.025	0.011	0.008	0.032	0.000	0.000	0.008	0.024	0.012	0.006	0.008	0.011	0.003	0.000	0.061	0.006	0.009	0.000	0.025	0.000	0.027	0.025	0.000	0.037	1.000	0.002	0.000	0.003	0.000	0.013	0.002	0.000	0.000	0.000	0.000	0.196	0.141	0.013
acarbose	0.010	0.006	0.011	0.007	0.002	0.000	0.000	0.000	0.000	0.007	0.000	0.002	0.000	0.004	0.013	0.000	0.000	0.007	0.010	0.000	0.000	0.000	0.007	0.000	0.000	0.013	0.012	0.000	0.000	0.010	0.000	0.022	0.007	0.000	0.007	0.002	1.000	0.001	0.000	0.000	0.011	0.004	0.000	0.000	0.000	0.000	0.046	0.030	0.012
miglitol	0.000	0.005	0.009	0.000	0.004	0.000	0.005	0.004	0.000	0.009	0.004	0.014	0.000	0.000	0.000	0.000	0.000	0.003	0.003	0.000	0.000	0.000	0.004	0.000	0.000	0.008	0.008	0.005	0.000	0.013	0.000	0.014	0.000	0.000	0.000	0.000	0.001	1.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.014	0.009	0.005
troglitazone	0.013	0.013	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.004	0.150	0.008	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000
tolazamide	0.016	0.014	0.009	0.000	0.000	0.000	0.006	0.017	0.000	0.000	0.004	0.002	0.000	0.007	0.000	0.000	0.000	0.000	0.002	0.001	0.000	0.009	0.003	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.002
insulin	0.105	0.102	0.118	0.042	0.068	0.055	0.064	0.078	0.041	0.079	0.115	0.075	0.073	0.023	0.143	0.018	0.017	0.044	0.088	0.041	0.032	0.078	0.000	0.038	0.010	0.032	0.018	0.004	0.010	0.010	0.000	0.034	0.054	0.000	0.009	0.013	0.011	0.004	0.000	0.008	1.000	0.005	0.000	0.000	0.003	0.000	0.641	0.585	0.050
glyburide.metformin	0.030	0.029	0.032	0.018	0.010	0.000	0.027	0.015	0.017	0.003	0.038	0.019	0.006	0.000	0.003	0.000	0.020	0.000	0.012	0.005	0.009	0.012	0.000	0.006	0.003	0.012	0.003	0.004	0.000	0.004	0.000	0.015	0.004	0.000	0.018	0.002	0.004	0.000	0.000	0.000	0.005	1.000	0.030	0.000	0.000	0.000	0.043	0.045	0.004
glipizide.metformin	0.010	0.004	0.024	0.000	0.000	0.000	0.000	0.010	0.000	0.005	0.017	0.004	0.008	0.000	0.000	0.000	0.000	0.000	0.005	0.016	0.011	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.030	1.000	0.000	0.000	0.000	0.007	0.004	0.001
glimepiride.pioglitazone	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.005	0.005	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000
metformin.rosiglitazone	0.000	0.011	0.023	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.006	0.038	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000
metformin.pioglitazone	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.019	0.001	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.005	0.000	0.000	0.000	0.041	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
change	0.124	0.120	0.130	0.021	0.056	0.048	0.063	0.081	0.023	0.115	0.130	0.064	0.070	0.027	0.244	0.015	0.015	0.017	0.097	0.034	0.017	0.057	0.014	0.047	0.014	0.329	0.078	0.055	0.012	0.144	0.000	0.209	0.191	0.000	0.203	0.196	0.046	0.014	0.003	0.000	0.641	0.043	0.007	0.000	0.000	0.000	1.000	0.506	0.046
diabetesMed	0.067	0.068	0.068	0.022	0.044	0.036	0.043	0.083	0.018	0.070	0.082	0.042	0.043	0.030	0.196	0.001	0.007	0.018	0.083	0.023	0.019	0.032	0.015	0.023	0.015	0.270	0.068	0.045	0.015	0.127	0.000	0.206	0.187	0.007	0.152	0.141	0.030	0.009	0.000	0.010	0.585	0.045	0.004	0.000	0.000	0.000	0.506	1.000	0.061
readmitted	0.079	0.073	0.115	0.037	0.038	0.035	0.044	0.120	0.056	0.048	0.038	0.055	0.032	0.037	0.063	0.028	0.029	0.130	0.053	0.033	0.043	0.082	0.013	0.018	0.000	0.022	0.016	0.000	0.004	0.007	0.000	0.015	0.004	0.000	0.011	0.013	0.012	0.005	0.000	0.002	0.050	0.004	0.001	0.000	0.000	0.000	0.046	0.061	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	encounter_id	patient_nbr	race	gender	age	weight	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	medical_specialty	num_lab_procedures	num_procedures	num_medications	number_outpatient	number_inpatient	diag_1	diag_2	diag_3	number_diagnoses	max_glu_serum	A1Cresult	metformin	repaglinide	nateglinide	chlorpropamide	glimepiride	glipizide	glyburide	pioglitazone	rosiglitazone	acarbose	miglitol	insulin	glyburide.metformin	change	diabetesMed	readmitted
0	1	2278392	8222157	3	0	0	1	6	25	1	1	38	41	0	1	0	0	124	650	670	1	3	3	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	2
1	2	149190	55629189	3	0	1	1	1	1	7	3	0	59	0	18	0	0	143	79	121	9	3	3	1	1	1	1	1	1	1	1	1	1	1	3	1	0	1	1
2	3	64410	86047875	1	0	2	1	1	1	7	2	0	11	5	13	2	1	454	78	767	6	3	3	1	1	1	1	1	2	1	1	1	1	1	1	1	1	1	2
3	4	500364	82442376	3	1	3	1	1	1	7	2	0	44	1	16	0	0	554	97	248	7	3	3	1	1	1	1	1	1	1	1	1	1	1	3	1	0	1	2
4	5	16680	42519267	3	1	4	1	1	1	7	1	0	51	0	8	0	0	54	24	86	5	3	3	1	1	1	1	1	2	1	1	1	1	1	2	1	0	1	2
5	6	35754	82637451	3	1	5	1	2	1	2	3	0	31	6	16	0	0	263	246	86	9	3	3	1	1	1	1	1	1	1	1	1	1	1	2	1	1	1	1
6	7	55842	84259809	3	1	6	1	3	1	2	4	0	70	1	21	0	0	263	246	771	7	3	3	2	1	1	1	2	1	1	1	1	1	1	2	1	0	1	2
7	8	63768	114882984	3	1	7	1	1	1	7	5	0	73	0	12	0	0	276	314	86	8	3	3	1	1	1	1	1	1	2	1	1	1	1	1	1	1	1	1
8	9	12522	48330783	3	0	8	1	2	1	4	13	0	68	2	28	0	0	252	260	229	8	3	3	1	1	1	1	1	2	1	1	1	1	1	2	1	0	1	2
9	10	15738	63555939	3	0	9	1	3	3	4	12	19	33	3	18	0	0	282	46	317	8	3	3	1	1	1	1	1	1	1	1	2	1	1	2	1	0	1	2

	id	encounter_id	patient_nbr	race	gender	age	weight	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	payer_code	medical_specialty	num_lab_procedures	num_procedures	num_medications	number_outpatient	number_emergency	number_inpatient	diag_1	diag_2	diag_3	number_diagnoses	A1Cresult	metformin	repaglinide	nateglinide	chlorpropamide	glimepiride	glipizide	glyburide	pioglitazone	rosiglitazone	acarbose	miglitol	insulin	glyburide.metformin	change	diabetesMed	readmitted
101756	101757	443842070	140199494	5	0	6	1	1	1	7	2	9	0	46	6	17	1	1	1	693	386	248	9	1	1	1	1	1	1	1	1	1	1	1	1	2	1	1	1	1
101757	101758	443842136	181593374	3	0	7	1	1	1	7	5	0	0	21	1	16	0	0	1	329	333	334	9	1	1	1	1	1	1	1	1	1	1	1	1	2	1	1	1	2
101758	101759	443842340	120975314	3	0	8	1	1	1	7	5	8	0	76	1	22	0	1	0	159	529	167	9	1	1	1	1	1	1	1	1	1	1	1	1	3	1	0	1	2
101759	101760	443842778	86472243	3	1	8	1	1	1	7	1	8	0	1	0	15	3	0	0	283	513	86	7	1	1	1	1	1	1	1	1	1	1	1	1	3	1	0	1	2
101760	101761	443847176	50375628	1	0	6	1	1	1	7	6	5	0	45	1	25	3	1	2	202	271	254	9	1	1	1	1	1	1	1	1	1	2	1	1	0	1	0	1	1
101761	101762	443847548	100162476	1	1	7	1	1	3	7	3	8	0	51	0	16	0	0	0	102	148	295	9	1	2	1	1	1	1	1	1	1	1	1	1	0	1	0	1	1
101762	101763	443847782	74694222	1	0	8	1	1	4	5	5	8	0	33	3	18	0	0	1	381	133	536	9	1	1	1	1	1	1	1	1	1	1	1	1	2	1	1	1	2
101763	101764	443854148	41088789	3	1	7	1	1	1	7	1	8	0	53	0	9	1	0	0	236	389	159	13	1	2	1	1	1	1	1	1	1	1	1	1	0	1	0	1	2
101764	101765	443857166	31693671	3	0	8	1	2	3	7	10	8	63	45	2	21	0	0	1	693	142	668	9	1	1	1	1	1	1	2	1	2	1	1	1	3	1	0	1	2
101765	101766	443867222	175429310	3	1	7	1	1	1	7	6	0	0	13	3	3	0	0	0	360	345	536	9	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII